System and method for actuator control
View Patent ↗Information from a real sensor and a virtual sensor are fused to form a hybrid sensor. Control signals (and/or the absolute value of the control signals) applied to an actuator are accumulated and converted to a position the actuator should be in based on the accumulated control signals to form the virtual sensor. The actuator position from the virtual sensor is fused with an actuator position from a real sensor to form the hybrid sensor. Small periodic corrections can be made to the accumulating control signals to maintain or achieve, if possible, correlation between the virtual sensor and the real sensor over time. The corrections slowly decrement errors in the actuator position indicated by the virtual sensor. Accumulating numerical errors in the accumulating control signals are reduced and the significance of long past events is de-emphasized by a forgetting factor (k ff ) used at defined periods of time (t ff ).
1. A system for actuator sensor fusion comprising:
at least one real sensor coupled to an actuator and generating real sensor signals;
at least one virtual sensor generating virtual sensor signals which define an estimated position of the actuator by continuously tracking signals used to control the actuator; and
a processor for fusing said real sensor signals and said virtual sensor signals to detect failure of the actuator and/or said at least one real sensor, said processor being configured to use said virtual sensor signals for continued operation of the actuator upon sensed failure of said at least one real sensor.
2. A system for actuator sensor fusion as claimed in claim 1 wherein said processor models said at least one virtual sensor and accumulates historical tracking data representative of control signals sent to the actuator.
3. A system for actuator sensor fusion as claimed in claim 1 wherein said processor is configured for fusing said real sensor signals and said virtual sensor signals by comparing a position of the actuator indicated by said real sensor signals and a position of the actuator indicated by said virtual sensor signals to determine a difference in indicated position of the actuator and to indicate a failure of the actuator and/or said at least one real sensor upon said difference in indicated position exceeding a difference limit.
4. A system for actuator sensor fusion as claimed in claim 1 wherein said processor is configured to accumulate periodic corrections made to said virtual sensor and compare said accumulated periodic corrections to a limit to determine deterioration of the actuator and/or said real sensor.
5. A system for actuator sensor fusion as claimed in claim 4 wherein said processor is configured to apply a forgetting factor (k ff ) at defined periods of time (t ff ) to said accumulating periodic corrections so that said accumulating periodic corrections are periodically reduced by a certain proportion of their current values.
6. A system for actuator sensor fusion as claimed in claim 4 wherein said processor is configured to accumulate absolute values of said periodic corrections made to said virtual sensor and compare said accumulated absolute values of said periodic corrections to a limit to determine deterioration of the actuator and/or said real sensor.
7. A system for actuator sensor fusion as claimed in claim 6 wherein said processor is configured to apply a forgetting factor (k ff ) at defined periods of time (t ff ) to said accumulating periodic corrections and to apply a forgetting factor (k ff1 ) at defined periods of time (t ff1 ) to said accumulating absolute values of said periodic corrections so that said accumulating periodic corrections and said accumulating absolute values of said periodic corrections are periodically reduced by certain proportions of their current values.
8. A system for actuator sensor fusion as claimed in claim 1 wherein said processor is configured to accumulate the absolute values of periodic corrections made to said virtual sensor and to compare said accumulated absolute values of said periodic corrections to a limit to determine deterioration of the actuator and/or said real sensor.
9. A system for actuator sensor fusion as claimed in claim 8 wherein said processor is configured to apply a forgetting factor (k ff1 ) at defined periods of time (t ff1 ) so that said accumulating absolute values of said periodic corrections are periodically reduced by a certain proportion of their current values.
10. A method for actuator sensor fusion comprising:
monitoring, using a processor, at least one real sensor coupled to an actuator to generate real sensor signals which define a sensed position of the actuator;
monitoring, using a processor, at least one virtual sensor which continuously tracks signals used to control said actuator to generate virtual sensor signals which define an estimated position of the actuator;
fusing, using a processor, said real sensor signals and said virtual sensor signals to detect failure of the actuator and/or said at least one real sensor; and
continuing to operate the actuator using said virtual sensor signals upon detection of failure of said at least one real sensor.
11. A method for actuator sensor fusion as claimed in claim 10 further comprising:
modeling said at least one virtual sensor; and
accumulating historical tracking data representative of control signals sent to the actuator.
12. A method for actuator sensor fusion as claimed in claim 10 wherein fusing said real sensor signals and said virtual sensor signals comprises:
comparing a position of the actuator indicated by said real sensor signals and a position of the actuator indicated by said virtual sensor signals;
determining a difference in indicated position of the actuator; and
indicating a failure of the actuator and/or said at least one real sensor upon said difference in indicated position exceeding a difference limit.
13. A method for actuator sensor fusion as claimed in claim 10 further comprising:
accumulating periodic corrections made to the virtual sensor; and
comparing the accumulated periodic corrections to a limit to determine deterioration of the actuator and/or said at least one real sensor.
14. A method for actuator sensor fusion as claimed in claim 13 further comprising applying a forgetting factor (k ff ) at defined periods of time (t ff ) to said accumulating periodic corrections so that said accumulating periodic corrections are periodically reduced by a certain proportion of their current values.
15. A method for actuator sensor fusion as claimed in claim 13 further comprising:
accumulating the absolute magnitude of periodic corrections made to the virtual sensor; and
comparing the accumulated periodic corrections to a limit to determine deterioration of the actuator and/or said at least one real sensor.
16. A method for actuator sensor fusion as claimed in claim 15 further comprising:
applying, using a processor, a forgetting factor (k ff ) at defined periods of time (t ff ) to said accumulating periodic corrections; and
applying, using a processor, a forgetting factor (k ff1 ) to said accumulating absolute values of said periodic corrections at defined periods of time (t ff1 ) so that said accumulating periodic corrections and said accumulating absolute values of said periodic corrections are periodically reduced by certain proportions of their current values.
17. A method for actuator sensor fusion as claimed in claim 10 further comprising:
accumulating, using a processor, the absolute values of periodic corrections made to said virtual sensor; and
comparing said accumulated absolute values of said periodic corrections to a limit to determine deterioration of the actuator and/or said real sensor.
18. A method for actuator sensor fusion as claimed in claim 17 further comprising applying, using a processor, a forgetting factor (k ff1 ) at defined periods of time (t ff1 ) so that said accumulating absolute values of said periodic corrections are periodically reduced by a certain proportion of their current values.